Rajapakse JC - Search Results

1

Sparse Deep Neural Network for Encoding and Decoding the Structural Connectome.

Singh SP, Gupta S, Rajapakse JC. Singh SP, et al. Among authors: rajapakse jc. IEEE J Transl Eng Health Med. 2024 Feb 19;12:371-381. doi: 10.1109/JTEHM.2024.3366504. eCollection 2024. IEEE J Transl Eng Health Med. 2024. PMID: 38633564 Free PMC article.

2

Decoding task specific and task general functional architectures of the brain.

Gupta S, Lim M, Rajapakse JC. Gupta S, et al. Among authors: rajapakse jc. Hum Brain Mapp. 2022 Jun 15;43(9):2801-2816. doi: 10.1002/hbm.25817. Epub 2022 Feb 27. Hum Brain Mapp. 2022. PMID: 35224817 Free PMC article.

3

Ambivert degree identifies crucial brain functional hubs and improves detection of Alzheimer's Disease and Autism Spectrum Disorder.

Gupta S, Rajapakse JC, Welsch RE; Alzheimer’s Disease Neuroimaging Initiative. Gupta S, et al. Among authors: rajapakse jc. Neuroimage Clin. 2020;25:102186. doi: 10.1016/j.nicl.2020.102186. Epub 2020 Jan 17. Neuroimage Clin. 2020. PMID: 32000101 Free PMC article.

4

Iterative consensus spectral clustering improves detection of subject and group level brain functional modules.

Gupta S, Rajapakse JC. Gupta S, et al. Among authors: rajapakse jc. Sci Rep. 2020 May 5;10(1):7590. doi: 10.1038/s41598-020-63552-0. Sci Rep. 2020. PMID: 32371990 Free PMC article.

5

Elucidating salient site-specific functional connectivity features and site-invariant biomarkers in schizophrenia via deep neural networks.

Chan YH, Yew WC, Chew QH, Sim K, Rajapakse JC. Chan YH, et al. Among authors: rajapakse jc. Sci Rep. 2023 Nov 29;13(1):21047. doi: 10.1038/s41598-023-48548-w. Sci Rep. 2023. PMID: 38030699 Free PMC article.

6

Network-based integration of multi-omics data for clinical outcome prediction in neuroblastoma.

Wang C, Lue W, Kaalia R, Kumar P, Rajapakse JC. Wang C, et al. Among authors: rajapakse jc. Sci Rep. 2022 Sep 14;12(1):15425. doi: 10.1038/s41598-022-19019-5. Sci Rep. 2022. PMID: 36104347 Free PMC article.

7

Learning functional structure from fMR images.

Zheng X, Rajapakse JC. Zheng X, et al. Among authors: rajapakse jc. Neuroimage. 2006 Jul 15;31(4):1601-13. doi: 10.1016/j.neuroimage.2006.01.031. Epub 2006 Mar 15. Neuroimage. 2006. PMID: 16540348 Clinical Trial.

8

Bayesian approach to segmentation of statistical parametric maps.

Rajapakse JC, Piyaratna J. Rajapakse JC, et al. IEEE Trans Biomed Eng. 2001 Oct;48(10):1186-94. doi: 10.1109/10.951522. IEEE Trans Biomed Eng. 2001. PMID: 11585043

9

Efficient sampling in 3-D stereologic volumetry.

Rajapakse JC, Keong LK. Rajapakse JC, et al. Crit Rev Biomed Eng. 2000;28(3 - 4):493-8. doi: 10.1615/critrevbiomedeng.v28.i34.230. Crit Rev Biomed Eng. 2000. PMID: 11108220

10

Markov encoding for detecting signals in genomic sequences.

Rajapakse JC, Ho LS. Rajapakse JC, et al. IEEE/ACM Trans Comput Biol Bioinform. 2005 Apr-Jun;2(2):131-42. doi: 10.1109/TCBB.2005.27. IEEE/ACM Trans Comput Biol Bioinform. 2005. PMID: 17044178

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